System 2 Attention (is something you might need too)
Paper
• 2311.11829 • Published
• 43
llm
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TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems
Paper • 2311.11315 • Published • 7 -
Alignment for Honesty
Paper • 2312.07000 • Published • 15 -
Steering Llama 2 via Contrastive Activation Addition
Paper • 2312.06681 • Published • 14 -
Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations
Paper • 2312.06674 • Published • 8 -
Controlled Decoding from Language Models
Paper • 2310.17022 • Published • 15 -
Vision-Language Models as a Source of Rewards
Paper • 2312.09187 • Published • 12 -
Secrets of RLHF in Large Language Models Part II: Reward Modeling
Paper • 2401.06080 • Published • 28 -
Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation
Paper • 2401.08417 • Published • 37 -
Weaver: Foundation Models for Creative Writing
Paper • 2401.17268 • Published • 45 -
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
Paper • 2402.14905 • Published • 134 -
StarCoder 2 and The Stack v2: The Next Generation
Paper • 2402.19173 • Published • 152 -
MathScale: Scaling Instruction Tuning for Mathematical Reasoning
Paper • 2403.02884 • Published • 17 -
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
Paper • 2403.03507 • Published • 189 -
User-LLM: Efficient LLM Contextualization with User Embeddings
Paper • 2402.13598 • Published • 21 -
CodecLM: Aligning Language Models with Tailored Synthetic Data
Paper • 2404.05875 • Published • 18